Search results for "keras"

LeNet – Convolutional Neural Network in Python

In today’s blog post, we are going to implement our first Convolutional Neural Network (CNN) — LeNet — using Python and the Keras deep learning package. The LeNet architecture was first introduced by LeCun et al. in their 1998 paper, Gradient-Based Learning Applied to Document Recognition. As the name of the paper suggests, the authors’ implementation of LeNet was used […]

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Compiling OpenCV with CUDA support

Alight, so you have the NVIDIA CUDA Toolkit and cuDNN library installed on your GPU-enabled system. What next? Let’s get OpenCV installed with CUDA support as well. While OpenCV itself doesn’t play a critical role in deep learning, it is used by other deep learning libraries such as Caffe, specifically in “utility” programs (such as building a dataset […]

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OpenCV Tutorials, Resources, and Guides

Are you feeling a bit overwhelmed trying to learn OpenCV? If so, don’t worry! You don’t need to read everything about computer vision and OpenCV. Instead, what you really need is an expertly curated list of OpenCV 3 and OpenCV 4 tutorials, guides, and resources. And that’s exactly why I have started to collect the […]

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